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              <h1 style="font-family: BlinkMacSystemFont; font-weight: normal;"><b>doit</b> comes from the idea of bringing the power of <b>build-tools</b> to execute any kind of <b>task</b>
              </h1><br/>
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                <img src="_static/python-powered-w-100x40.png" alt="python logo" style="margin-right:30px;">
                <iframe src="https://ghbtns.com/github-btn.html?user=pydoit&repo=doit&type=star&count=true&size=large" frameborder="0" scrolling="0" width="160px" height="30px" style="vertical-align: middle"></iframe>
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              <pre style="background: #242424; border-radius: 5px; color: white; display: -webkit-box; display: -ms-flexbox; display: flex; font-size: 15px; -webkit-box-pack: justify; -ms-flex-pack: justify; justify-content: space-between; line-height: 20px; padding: 15px 25px; position: relative; margin: 30px;"><code>pip install doit</code></pre>
              <p>People often compare <b>doit</b> to tools like <em>make</em>, <em>grunt</em>, <em>rake</em>, <em>scons</em>, <em>snakemake</em>.</p>
              <p>They appreciate <b>doit</b> strong features, flexibility, simplicity of authoring and ease of use.</p>
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                  <h2 style="text-transform:inherit;font-weight:inherit;">A <b><a href="/stories.html#game-development">game developer</a></b> uses <code>doit</code> to</h2>

                  <ul>
                    <li>Automate all project related tasks <small>(code generation, cross-compilation, resource generation)</small></li>
                    <li>Simplify cumbersome command line calls</li>
                    <li>Optimize processing time by skipping tasks already done</li>
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                  <h2 style="text-transform:inherit;font-weight:inherit;">A <b><a href="/stories.html#computational-metagenomics-lab-university-of-trento-italy">bioinformatics developer</a></b> uses <code>doit</code> to</h2>

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                    <li>Create a reproduceable computational pipeline</li>
                    <li>Manage a complex workflow (set of depending tasks)</li>
                    <li>Optimize processing time by skipping tasks already done</li>
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                  <h2 style="text-transform:inherit;font-weight:inherit;"><a href="https://getnikola.com/">Nikola</a>, a <b>static site generator</b>, uses <code>doit</code> to</h2>
                  <ul>
                    <li>Provide the command line interface</li>
                    <li>Speed up by parallel task execution</li>
                    <li>Optimize processing time by skipping tasks already done</li>
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              <div class="text-center"><a href="/usecases.html">View all use-cases</a></div>
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              <h2>Sample Code</h2>
              <p>Define functions returning python <em>dict</em> with task's meta-data.</p>
            </div>
            <p class="col-lg-12 col-md-12">Snippet from <a href="/tutorial-1.html">tutorial</a>.</p>

            <div class="col-lg-6 col-md-12">
              <!-- pygmentize -f html sample.py -->
              <div class="pycode highlight" style="border-radius: 5px; color: white; display: -webkit-box; display: -ms-flexbox; display: flex; font-size: 14px; -webkit-box-pack: justify; -ms-flex-pack: justify; justify-content: space-between; line-height: 20px; margin: 20px 0px; padding: 5px 7px; position: relative;">
                <pre><span></span><span class="k">def</span> <span class="nf">task_imports</span><span class="p">():</span>
    <span class="sd">&quot;&quot;&quot;find imports from a python module&quot;&quot;&quot;</span>
    <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">module</span> <span class="ow">in</span> <span class="n">PKG_MODULES</span><span class="o">.</span><span class="n">by_name</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
        <span class="k">yield</span> <span class="p">{</span>
            <span class="s1">&#39;name&#39;</span><span class="p">:</span> <span class="n">name</span><span class="p">,</span>
            <span class="s1">&#39;file_dep&#39;</span><span class="p">:</span> <span class="p">[</span><span class="n">module</span><span class="o">.</span><span class="n">path</span><span class="p">],</span>
            <span class="s1">&#39;actions&#39;</span><span class="p">:</span> <span class="p">[(</span><span class="n">get_imports</span><span class="p">,</span> <span class="p">(</span><span class="n">PKG_MODULES</span><span class="p">,</span> <span class="n">module</span><span class="o">.</span><span class="n">path</span><span class="p">))],</span>
        <span class="p">}</span>

<span class="k">def</span> <span class="nf">task_dot</span><span class="p">():</span>
    <span class="sd">&quot;&quot;&quot;generate a graphviz&#39;s dot graph from module imports&quot;&quot;&quot;</span>
    <span class="k">return</span> <span class="p">{</span>
        <span class="s1">&#39;targets&#39;</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;requests.dot&#39;</span><span class="p">],</span>
        <span class="s1">&#39;actions&#39;</span><span class="p">:</span> <span class="p">[</span><span class="n">module_to_dot</span><span class="p">],</span>
        <span class="s1">&#39;getargs&#39;</span><span class="p">:</span> <span class="p">{</span><span class="s1">&#39;imports&#39;</span><span class="p">:</span> <span class="p">(</span><span class="s1">&#39;imports&#39;</span><span class="p">,</span> <span class="s1">&#39;modules&#39;</span><span class="p">)},</span>
        <span class="s1">&#39;clean&#39;</span><span class="p">:</span> <span class="bp">True</span><span class="p">,</span>
    <span class="p">}</span>

<span class="k">def</span> <span class="nf">task_draw</span><span class="p">():</span>
    <span class="sd">&quot;&quot;&quot;generate image from a dot file&quot;&quot;&quot;</span>
    <span class="k">return</span> <span class="p">{</span>
        <span class="s1">&#39;file_dep&#39;</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;requests.dot&#39;</span><span class="p">],</span>
        <span class="s1">&#39;targets&#39;</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;requests.png&#39;</span><span class="p">],</span>
        <span class="s1">&#39;actions&#39;</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;dot -Tpng </span><span class="si">%(dependencies)s</span><span class="s1"> -o </span><span class="si">%(targets)s</span><span class="s1">&#39;</span><span class="p">],</span>
        <span class="s1">&#39;clean&#39;</span><span class="p">:</span> <span class="bp">True</span><span class="p">,</span>
    <span class="p">}</span>
</pre></div>
            </div>

            <div class="col-lg-6 col-md-12">
              <div class="pycode highlight" style="border-radius: 5px; color: white; display: -webkit-box; display: -ms-flexbox; display: flex; font-size: 14px; -webkit-box-pack: justify; -ms-flex-pack: justify; justify-content: space-between; line-height: 20px; margin: 20px 0px; padding: 5px 7px; position: relative;"><pre><span></span><span class="gp">$</span> doit list
<span class="go">dot       generate a graphviz&#39;s dot graph from module imports</span>
<span class="go">draw      generate image from a dot file</span>
<span class="go">imports   find imports from a python module</span>
<span class="gp">$</span> doit
<span class="go">.  imports:requests.models</span>
<span class="go">.  imports:requests.__init__</span>
<span class="go">.  imports:requests.help</span>
<span class="go">(...)</span>
<span class="go">.  dot</span>
<span class="go">.  draw</span>
</pre></div>
            </div>
          </div>

          <br><br>

          <div class="row">
            <div class="col-12 heading text-center">
              <h2>Task Runner</h2>
              <p><em>doit</em> allows you to easily define ad-hoc tasks,
                helping you to organize all your project related tasks in an unified easy-to-use & discoverable way.
              </p>
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            <div class="col-lg-4 col-md-6">
              <div class="box-simple">
                <div class="icon-outlined"><i class="fa fa-rocket"></i></div>
                <h3 class="h4">python powered</h3>
                <p><em>doit</em> uses plain python to define tasks.</p>
                <p>Task's meta-data are better described in a declarative way,
                but often you want to create this meta-data programmatically.</p>
              </div>
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              <div class="box-simple">
                <div class="icon-outlined"><i class="fa fa-gears"></i></div>
                <h3 class="h4">easy authoring</h3>
                <p><em>NO API</em>: Tasks are described by a python <em>dict</em> (can also be easily customized)</p>
                <p>Tasks can execute external process (shell commands) or python code</p>
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                <h3 class="h4">debugger & self documented</h3>
                <p>Since plain python is used to define your tasks the python debugger <em>pdb</em> is available</p>
                <p><em>doit</em> command allows you to list and obtain help/documentation for tasks</p>
              </div>
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          <br>
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            <div class="col-12 heading text-center">
              <h2>Build tool & Pipelines</h2>
              <p>Simple task runners simply do not scale-up. <em>doit</em> as other build-tools can be much more efficient at repeateadly running tasks.</p>
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              <div class="box-simple">
                <div class="icon-outlined"><i class="fa fa-bolt"></i></div>
                <h3 class="h4">cache task results <br><small>aka incremental-builds</small></h3>
                <p><em>doit</em> creates a DAG and ensures that only required tasks will be executed and in the correct order.</p>
                <p><em>doit</em> checks if the task is <em>up-to-date</em> and skips its execution if the task would produce the same result of a previous execution.</p>
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              <div class="box-simple">
                <div class="icon-outlined"><i class="fa fa-sliders"></i></div>
                <h3 class="h4">up-to-date check</h3>
                <p><em>dependencies</em> can be dynamically calculated by other tasks</p>
                <p>the <em>up-to-date</em> check to cache task results is not restricted to looking for file modification on dependencies.
                  Nor requires <em>target</em> files.
                </p>
              </div>
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            <div class="col-lg-4 col-md-6">
              <div class="box-simple">
                <div class="icon-outlined"><i class="fa fa-exchange"></i></div>
                <h3 class="h4">Pipelines</h3>
                <p>Traditional build-tools were created mainly to deal with compile/link process of source code.
                  <em>doit</em> was designed to solve a broader range of workflows.</p>
                <p>results from a task can be used by another task without resorting to the creation of intermediate files</p>
              </div>
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          <br>
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              <h2>Advanced Features</h2>
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            <div class="col-lg-6 col-md-6">
              <div class="box-simple">
                <div class="icon-outlined"><i class="fa fa-plug"></i></div>
                <h3 class="h4">Extensible</h3>
                <p><b>Custom output</b><br> Command line output can be completely customized through <em>reporters</em></p>
                <p><b>Plugins</b><br> allow you to create/modify sub-commands, storage backend, task loader, and output reporter</p>
                <p><b>Framework</b><br> API is exposed so you can create new applications/tools leveraging <em>doit</em> functionality</p>
              </div>
            </div>

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              <div class="box-simple">
                <div class="icon-outlined"><i class="fa fa-tachometer"></i></div>
                <h3 class="h4">Batteries included</h3>
                <p><b>parallel execution</b><br> built-in support for parallel (threaded or multi-process) task execution</p>
                <p><b>watch/auto execution</b><br> built-in support watching for file changes and automatically re-execute tasks based on file changes by external process [linux/mac only]</p>
                <p><b>tab-completion</b><br>built-in support tab-completion for commands/task (supports <em>bash</em> and <em>zsh</em>)</p>
                <p><b>DAG Visualisation</b><br>create task's dependency-graph image using <em>graphviz</em></p>
                <p><b>IPython</b><br>IPython integration provide <code>%doit</code> magic function that loads tasks defined directly in IPython's global namespace</p>
                <p><b>strace</b><br>Integration with <em>strace</em> helps you understand effects of third-part commands</p>
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            <h2>Testimonials</h2>
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                  <p>Congratulations! <b class="text-success">Your tool follows the KISS principle very closely</b>. I always wondered why build tools had to be that complicated.</p>
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                      <h5>Elena</h5>
                      <p><a href="http://schettino72.wordpress.com/2008/04/14/doit-a-build-tool-tale/#comment-514">source</a></p>
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                <div class="text">
                  <p>Let me start by saying I'm really lovin doit, at first the interface seemed verbose but quickly changed my mind when <b class="text-success">I started using it and realized the flexibility</b>. Many thanks for the great software!</p>
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                    <div class="title">
                      <h5>Michael Gliwinski</h5>
                      <p><a href="https://groups.google.com/d/msg/python-doit/7cD2RiBhB9c/FzrAWkVhEgUJ">source</a></p>
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              <div class="testimonial d-flex flex-wrap">
                <div class="text">
                  <p>I love all the traditional unix power tools, like cron, <code>make</code>, perl, ..., I also like new comprehensive configuration management tools like <code>CFEngine</code> and <code>Puppet</code>. But <b class="text-success">I find doit to be so versatile and so productive</b>.</p>
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                    <div class="title">
                      <h5>Charlie Guo</h5>
                      <p><a href="https://groups.google.com/d/msg/python-doit/JXElpPfcmmM/znvBT0OFhMYJ">source</a></p>
                    </div>
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                </div>
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              <div class="testimonial d-flex flex-wrap">
                <div class="text">
                  <p>I needed a sort of <code>make</code> tool to glue things together and after trying out all kinds, <b class="text-success">doit ... has actually turned out to be beautiful</b>. Its easy to add and manage tasks, even complex ones-- gluing things together with decorators and 'library' functions I've written to do certain similar things.</p>
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                    <div class="title">
                      <h5>Matthew</h5>
                      <p><a href="https://groups.google.com/d/msg/python-doit/eKI0uu02ZeY/cBU0RRsO0_cJ">source</a></p>
                    </div>
                  </div>
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              <div class="testimonial d-flex flex-wrap">
                <div class="text">
                  <p>I went back and forth on different Pythonic build tools for awhile. <code>Scons</code> is pretty great if you're doing 'standard' sorts of builds, but I found it a little heavy for my tastes and really hard to customize to my tool flow (in <code>FPGA</code> land, there are all kinds of nonstandard vendor tools that all need to play together). I've been using doit more and more over the past few months, and I'm continually impressed by the tool (aside from the goofy name). <b class="text-success">It works amazingly well for automating tricky/exotic build processes</b>. Check it out!</p>
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                    <div class="title">
                      <h5>SkOink</h5>
                      <p><a href="http://news.slashdot.org/comments.pl?sid=4319575&cid=45085519">source</a></p>
                    </div>
                  </div>
                </div>
              </div>
            </li>

            <li class="item">
              <div class="testimonial d-flex flex-wrap">
                <div class="text">
                  <p>Some time ago, I grew frustrated with <code>Make</code> and <code>Ant</code> and started porting my build files to every build tool I found (<code>SCons</code>, <code>Waf</code>, etc.). Each time, as soon as I stepped out of already available rules, I ran into some difficult to overcome stumbling blocks. <b class="text-success">Then I discovered this little gem of simplicity: doit</b>. It's Python-based. It doesn't try to be smart, it does not try to be cool, it just works. If you are looking for a flexible little build tool for different languages and tasks, give it a chance. (...)</p>
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                    <div class="title">
                      <h5>lelele</h5>
                      <p><a href="http://www.hnsearch.com/search#request/all&q=python-doit.sourceforge.net&start=0">source</a></p>
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            <h2>Status</h2>
          </div>
          <p class="lead"><code>doit</code> is under active development. Version 0.36.0 released on 2022-04.</p>
          <p><em>doit</em> runs on Python 3.8 through 3.10 (including PyPy).
            For python 2 support please use <em>doit</em> version <code>0.29</code>.
          <p>This <a href="http://schettino72.wordpress.com/2008/04/14/doit-a-build-tool-tale">blog post</a> explains how everything started in 2008.</p>
          <p><em>doit</em> core features are quite stable. If there is no recent development, it does NOT mean the project is not being maintained... The project has 100% unit-test code coverage.</p>
          <p>Development is done based on real world use cases. It is well designed and has a small code base, so adding new features is not hard. Contributions are welcome.</p>
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